Run DeepClaude on MacOS

Anas Mohammad -

DeepClaude is a free and open-source codebase that combines the reasoning capabilities of DeepSeek R1 with the creativity and code generation of Claude, accessible through a unified API and chat interface.

It offers features like instant responses via a high-performance streaming API written in Rust, private and secure data handling with local API key management, and extensive configurability. This article provides a comprehensive guide on how to run DeepClaude on macOS, covering installation, configuration, and usage.

Why DeepClaude on MacOS?

  • 🚀 Apple Silicon Optimization: Achieve 2.3x faster inference on M1/M2/M3 chips
  • 🔒 Local Data Security: Process sensitive information without cloud dependencies
  • 🧩 Seamless Integration: Native Rust core ensures macOS compatibility
  • 💡 Unified AI Workflow: Combine reasoning → code generation in one pipeline

Prerequisites

Before installing DeepClaude on macOS, ensure your system meets the following requirements:

  • Operating System: macOS (preferably the latest version)
  • Hardware: Apple Silicon Mac is recommended for optimal performance.
  • API Keys: Ensure you have the necessary API keys for DeepSeek and Claude if you plan to use the managed BYOK (Bring Your Own Key) API.
  • Rust: DeepClaude is written in Rust, so you need to have Rust installed. You can install it from rustup.rs.

Installation

Step 1: Install Rust

  1. Open your terminal.
  2. Follow the on-screen instructions to complete the installation.

Verify the installation by checking the Rust version:

rustc --version

After the installation, restart your terminal or run:

source $HOME/.cargo/env

Run the following command to download and install Rust:

curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh

Step 2: Clone the DeepClaude Repository

  1. Open your terminal.
  2. Navigate to the directory where you want to install DeepClaude.

Clone the DeepClaude repository from GitHub:

git clone <repository_url>
cd deepclaude

(Replace <repository_url> with the actual DeepClaude repository URL.)

Step 3: Build DeepClaude

  1. In the terminal, navigate to the DeepClaude directory if you're not already there.
  2. Build the DeepClaude project using Cargo:
cargo build --release

Step 4: Install DeepClaude

Install DeepClaude to your system's binary directory:

cargo install --path .

Configuration

Step 1: Set Up API Keys

  1. Obtain your DeepSeek and Claude API keys.
  2. To make these environment variables permanent, add them to your shell configuration file:
echo 'export DEEPSEEK_API_KEY="your_deepseek_api_key"' >> ~/.zshrc
echo 'export CLAUDE_API_KEY="your_claude_api_key"' >> ~/.zshrc
source ~/.zshrc
  1. Set the API keys as environment variables:
export DEEPSEEK_API_KEY="your_deepseek_api_key"
export CLAUDE_API_KEY="your_claude_api_key"

Step 2: Configure DeepClaude

  1. Create a config.toml file in the DeepClaude directory.
  2. Add the following configuration settings:
[api]
deepseek_api_key = "your_deepseek_api_key"
claude_api_key = "your_claude_api_key"

[settings]
temperature = 0.7
max_tokens = 1024

Running DeepClaude

Step 1: Start DeepClaude

  1. Open your terminal.

If using a custom config path:

deepclaude --config /path/to/config.toml
  1. Run DeepClaude with:
deepclaude

Step 2: Using the Chat Interface

  1. Open your browser and navigate to http://localhost:8000.
  2. Interact with DeepClaude by typing queries.

Step 3: Using the API

Send requests to the API endpoint:

curl -X POST \
  http://localhost:8000/api/chat \
  -H 'Content-Type: application/json' \
  -d '{"query": "Write a Python function to calculate the factorial of a number."}'

Customization

Configuring API and Interface

  1. Modify the config.toml file to adjust API settings like temperature and max_tokens.
  2. Customize the chat interface by editing the HTML, CSS, and JavaScript files in the repository.

Managed BYOK API

  1. Manage your API keys securely through environment variables or config.toml.
  2. DeepClaude ensures data privacy with local API key management.

Troubleshooting

Common Issues

  1. API Key Errors: Verify API keys and permissions.
  2. Build Errors: Ensure Rust is updated and dependencies are installed.
  3. Runtime Errors: Check logs for error messages.
  4. Connectivity Issues: Ensure the server is running and not blocked by a firewall.

Debugging Tips

  1. Check Logs: Review logs for error messages.
  2. Enable Debug Mode: Set debug = true in config.toml.
  3. Use a Debugger: Utilize Rust debugging tools for troubleshooting.

Advanced Usage

Integrating with Other Tools

  1. AI Agents: Use DeepClaude as a backend for AI agents.
  2. LLM Applications: Integrate with platforms like Dify.
  3. Web Browsers: Enable AI-powered interactions using DeepClaude.

Custom Workflows

  1. Dify Workflows: Create AI workflows with Dify.
  2. Agentic Workflows: Build agentic workflows with frameworks like Eko.

Community and Support

Getting Involved

  1. GitHub Repository: Contribute bug reports and feature requests.
  2. Discussion Forums: Engage with the DeepClaude community.
  3. Social Media: Follow updates on platforms like Twitter and LinkedIn.

Seeking Help

  1. Documentation: Refer to official guides.
  2. GitHub Issues: Report bugs and request features.
  3. Community Forums: Get assistance from other users.

Conclusion

Running DeepClaude on macOS enables you to leverage the combined power of DeepSeek R1 and Claude. This guide provides step-by-step instructions for installation, configuration, and usage, helping you integrate DeepClaude into your AI workflows with ease.

References

  1. Run DeepSeek Janus-Pro 7B on Mac: A Comprehensive Guide Using ComfyUI
  2. Run DeepSeek Janus-Pro 7B on Mac: Step-by-Step Guide
  3. Run DeepSeek Janus-Pro 7B on Windows: A Complete Installation Guide

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